| Top Start and End Cluster Combinations per Month For Each User Type | ||||||
| Based on the number of rides taken | ||||||
| month | member_casual | start_cluster | end_cluster | num | percent_of_grouping | total_rides |
|---|---|---|---|---|---|---|
| January | casual | 0 | 0 | 4143 | 11.46 | 36141 |
| January | member | 0 | 0 | 15784 | 12.07 | 130765 |
| February | casual | 0 | 0 | 4638 | 11.80 | 39302 |
| February | member | 0 | 0 | 15014 | 11.72 | 128125 |
| March | casual | 0 | 0 | 7306 | 12.90 | 56639 |
| March | member | 0 | 0 | 19902 | 11.66 | 170721 |
| April | casual | 2 | 2 | 17718 | 13.03 | 136000 |
| April | member | 2 | 2 | 28181 | 11.46 | 245991 |
| May | casual | 0 | 0 | 30363 | 13.91 | 218249 |
| May | member | 2 | 2 | 39754 | 11.93 | 333114 |
| June | casual | 2 | 2 | 48971 | 13.93 | 351606 |
| June | member | 2 | 2 | 48928 | 13.25 | 369136 |
| July | casual | 0 | 0 | 55371 | 14.37 | 385203 |
| July | member | 2 | 2 | 50570 | 13.19 | 383422 |
| August | casual | 2 | 2 | 47317 | 13.95 | 339272 |
| August | member | 2 | 2 | 50980 | 13.01 | 391798 |
| September | casual | 2 | 2 | 38143 | 13.63 | 279878 |
| September | member | 2 | 2 | 45705 | 12.38 | 369086 |
| October | casual | 2 | 2 | 25128 | 12.89 | 194916 |
| October | member | 2 | 2 | 36150 | 11.52 | 313753 |
| November | casual | 0 | 0 | 12029 | 12.94 | 92992 |
| November | member | 0 | 0 | 22389 | 10.60 | 211270 |
| December | casual | 0 | 0 | 4931 | 12.06 | 40886 |
| December | member | 0 | 0 | 14629 | 12.11 | 120798 |